Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-20 0.149558 0.163740 0.179155 0.197236 0.217972 0.241139 0.269161
2025-04-27 0.130518 0.151054 0.175223 0.206162 0.245302 0.293998 0.360535
2025-05-04 0.117755 0.141828 0.171866 0.212977 0.269248 0.345934 0.462895
2025-05-11 0.108153 0.134320 0.168494 0.217866 0.290058 0.396632 0.576670
2025-05-18 0.098881 0.125696 0.161968 0.216651 0.301032 0.434318 0.680947
2025-05-25 0.089075 0.115126 0.151267 0.207489 0.297831 0.448239 0.747901
2025-06-01 0.082399 0.108170 0.144788 0.203495 0.301660 0.473997 0.845057
2025-06-08 0.077601 0.103392 0.140889 0.202798 0.310494 0.510097 0.976921
2025-06-15 0.074004 0.100009 0.138664 0.204346 0.323220 0.556172 1.151685
2025-06-22 0.068403 0.093218 0.130588 0.195196 0.314981 0.558037 1.216282
2025-06-29 0.063943 0.087853 0.124326 0.188467 0.310290 0.566397 1.303276
2025-07-06 0.060378 0.083631 0.119559 0.183840 0.308976 0.581928 1.420087
2025-07-13 0.058791 0.082439 0.119699 0.188154 0.326658 0.647175 1.744937
2025-07-20 0.057764 0.082064 0.121161 0.195090 0.351210 0.737808 2.250387
2025-07-27 0.056612 0.081398 0.122057 0.201044 0.374832 0.835085 2.909922
2025-08-03 0.055283 0.080344 0.122174 0.205465 0.395852 0.933711 3.741503
2025-08-10 0.053201 0.077911 0.119673 0.204325 0.403339 0.993784 4.465700
2025-08-17 0.050203 0.073789 0.113889 0.195873 0.391269 0.985224 4.700435
2025-08-24 0.048105 0.071091 0.110521 0.192185 0.390907 1.018022 5.350417
2025-08-31 0.046580 0.069291 0.108674 0.191542 0.398439 1.082998 6.485951
2025-09-07 0.045437 0.068084 0.107834 0.192971 0.411847 1.177210 8.322548
2025-09-14 0.043088 0.064685 0.102707 0.184518 0.396447 1.148418 8.505486
2025-09-21 0.041155 0.061944 0.098700 0.178294 0.386694 1.141633 9.050936